Extrude curved surfaced by a constant distance
See Properties (N) > Transform > Scale XYZ is not 1 in all axis.
Since Modifier transformation is applied first on Object Data and Object Transformation after means Solidifier extrudes thickness and Object Transform squeeze that result.



To solve your issue Apply Scale Transformation (Ctrl+A)



What Object Transform is see this answer or check Manual.